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Brain Segmentation

( Image credit: 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study )

Papers

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Showing 101–146 of 146 papers

TitleStatusHype
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
On Direct Distribution Matching for Adapting Segmentation Networks—0
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding—0
Artificial Intelligence in Fetal Resting-State Functional MRI Brain Segmentation: A Comparative Analysis of 3D UNet, VNet, and HighRes-Net Models—0
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy—0
Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy—0
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation—0
Pulse Sequence Resilient Fast Brain Segmentation—0
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation—0
vol2Brain: A new online Pipeline for whole Brain MRI analysis—0
RANCOR: Non-Linear Image Registration with Total Variation Regularization—0
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation—0
A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning—0
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation—0
Region of Interest Identification for Brain Tumors in Magnetic Resonance Images—0
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI—0
RegQCNET: Deep Quality Control for Image-to-template Brain MRI Affine Registration—0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI—0
BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning—0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—0
Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Expert-Adaptive Medical Image Segmentation—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy—0
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
Distributed Weight Consolidation: A Brain Segmentation Case Study—0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images—0
3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation—0
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates—0
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data—0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
SegQC: a segmentation network-based framework for multi-metric segmentation quality control and segmentation error detection in volumetric medical images—0
Semi-supervised Learning with Robust Loss in Brain Segmentation—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
Automatic Intracranial Brain Segmentation from Computed Tomography Head Images—0
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